Data-driven damage diagnosis under environmental and operational variability by novel statistical pattern recognition methods

Structural health monitoring: Closing the gap between research and industrial deployment

(2018) Peter Cawley   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

On using robust Mahalanobis distance estimations for feature discrimination in a damage detection scenario

(2018) Mike Yeager et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

An unsupervised learning approach by novel damage indices in structural health monitoring for damage localization and quantification

(2017) Alireza Entezami et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Vibration-based damage detection using online learning algorithm for output-only structural health monitoring

(2017) Seung-Seop Jin et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Mahalanobis distance among the phase portraits as damage feature

(2017) Riya C George et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Identification of shear buildings using an instrumental variable method and linear integral filters

(2016) Antonio Concha et al.   JOURNAL OF SOUND AND VIBRATION

On the application of discrete-time Volterra series for the damage detection problem in initially nonlinear systems

(2016) Sidney B Shiki et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

ARX model-based damage sensitive features for structural damage localization using output-only measurements

(2015) Koushik Roy et al.   JOURNAL OF SOUND AND VIBRATION

Vibration-based damage precise localization in three-dimensional structures: Single versus multiple response measurements

(2015) Christos S Sakaris et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A vibration model residual-based sequential probability ratio test framework for structural health monitoring

(2015) Fotis P Kopsaftopoulos et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural damage identification based on self-fitting ARMAX model and multi-sensor data fusion

(2014) Ali M Ay et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Abnormal state detection of building structures based on symbolic time series analysis and negative selection

(2013) Rongshuai Li et al.   Structural Control & Health Monitoring

Damage assessment with state–space embedding strategy and singular value decomposition under stochastic excitation

(2013) Gang Liu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Output-only structural health monitoring in changing environmental conditions by means of nonlinear system identification

(2013) Edwin Reynders et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Experimental comparison of representation methods and distance measures for time series data

(2012) Xiaoyue Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Vibration-based structural health monitoring of offshore pipelines: numerical and experimental study

(2012) Chunxiao Bao et al.   Structural Control & Health Monitoring

Distinguishing between sensor fault, structural damage, and environmental or operational effects in structural health monitoring

(2011) Jyrki Kullaa   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Identifying damage locations under ambient vibrations utilizing vector autoregressive models and Mahalanobis distances

(2011) A.A. Mosavi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage detection in initially nonlinear systems

(2010) Luke Bornn et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Q-statistic and T2-statistic PCA-based measures for damage assessment in structures

(2010) LE Mujica et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Adaptive filter feature identification for structural health monitoring in an aeronautical panel

(2010) Samuel da Silva et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Machine learning algorithms for damage detection under operational and environmental variability

(2010) Eloi Figueiredo et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL